Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 199523 |
| Missing cells | 415717 |
| Missing cells (%) | 5.0% |
| Duplicate rows | 3229 |
| Duplicate rows (%) | 1.6% |
| Total size in memory | 390.5 MiB |
| Average record size in memory | 2.0 KiB |
Variable types
| CAT | 34 |
|---|---|
| NUM | 8 |
Reproduction
| Analysis started | 2020-02-23 16:28:22.592393 |
|---|---|
| Analysis finished | 2020-02-23 16:33:30.831925 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 3229 (1.6%) duplicate rows | Duplicates |
detailed_industry_recode has a high cardinality: 52 distinct values | High cardinality |
major_industry_code is highly correlated with detailed_industry_recode | High Correlation |
detailed_industry_recode is highly correlated with major_industry_code | High Correlation |
major_occupation_code is highly correlated with detailed_occupation_recode | High Correlation |
detailed_occupation_recode is highly correlated with major_occupation_code | High Correlation |
region_of_previous_residence is highly correlated with tax_filer_stat and 1 other fields | High Correlation |
tax_filer_stat is highly correlated with region_of_previous_residence | High Correlation |
detailed_household_and_family_stat is highly correlated with state_of_previous_residence | High Correlation |
state_of_previous_residence is highly correlated with detailed_household_and_family_stat | High Correlation |
live_in_this_house_1_year_ago is highly correlated with migration_code-change_in_msa and 3 other fields | High Correlation |
migration_code-change_in_msa is highly correlated with live_in_this_house_1_year_ago | High Correlation |
migration_code-change_in_reg is highly correlated with live_in_this_house_1_year_ago | High Correlation |
migration_code-move_within_reg is highly correlated with live_in_this_house_1_year_ago | High Correlation |
migration_prev_res_in_sunbelt is highly correlated with region_of_previous_residence | High Correlation |
year is highly correlated with live_in_this_house_1_year_ago | High Correlation |
migration_code-change_in_msa has 99696 (50.0%) missing values | Missing |
migration_code-change_in_reg has 99696 (50.0%) missing values | Missing |
migration_code-move_within_reg has 99696 (50.0%) missing values | Missing |
migration_prev_res_in_sunbelt has 99696 (50.0%) missing values | Missing |
country_of_birth_father has 6713 (3.4%) missing values | Missing |
country_of_birth_mother has 6119 (3.1%) missing values | Missing |
country_of_birth_self has 3393 (1.7%) missing values | Missing |
dividends_from_stocks is highly skewed (γ1 = 27.78650179) | Skewed |
age has 2839 (1.4%) zeros | Zeros |
wage_per_hour has 188219 (94.3%) zeros | Zeros |
capital_gains has 192144 (96.3%) zeros | Zeros |
capital_losses has 195617 (98.0%) zeros | Zeros |
dividends_from_stocks has 178382 (89.4%) zeros | Zeros |
num_persons_worked_for_employer has 95983 (48.1%) zeros | Zeros |
weeks_worked_in_year has 95983 (48.1%) zeros | Zeros |
| Distinct count | 91 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.494198663813194 |
|---|---|
| Minimum | 0 |
| Maximum | 90 |
| Zeros | 2839 |
| Zeros (%) | 1.4% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 15 |
| median | 33 |
| Q3 | 50 |
| 95-th percentile | 75 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 22.31089521 |
|---|---|
| Coefficient of variation (CV) | 0.6468013774 |
| Kurtosis | -0.7328243009 |
| Mean | 34.49419866 |
| Median Absolute Deviation (MAD) | 18.53522723 |
| Skewness | 0.3732904573 |
| Sum | 6882386 |
| Variance | 497.7760449 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 8.5 14.5 17.5 ... 84.5 85.5 87.5 89.5 90. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 34 | 3489 | 1.7% | |
| 35 | 3450 | 1.7% | |
| 36 | 3353 | 1.7% | |
| 31 | 3351 | 1.7% | |
| 33 | 3340 | 1.7% | |
| 5 | 3332 | 1.7% | |
| 4 | 3318 | 1.7% | |
| 3 | 3279 | 1.6% | |
| 37 | 3278 | 1.6% | |
| 38 | 3277 | 1.6% | |
| Other values (81) | 166056 | 83.2% |
| Value | Count | Frequency (%) | |
| 0 | 2839 | 1.4% | |
| 1 | 3138 | 1.6% | |
| 2 | 3236 | 1.6% | |
| 3 | 3279 | 1.6% | |
| 4 | 3318 | 1.7% |
| Value | Count | Frequency (%) | |
| 90 | 725 | 0.4% | |
| 89 | 195 | 0.1% | |
| 88 | 241 | 0.1% | |
| 87 | 301 | 0.2% | |
| 86 | 348 | 0.2% |
class_of_worker
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Private | |
| Self-employed-not incorporated | 8445 |
| Local government | 7784 |
| State government | 4227 |
| Other values (4) | 6794 |
| Value | Count | Frequency (%) | |
| Not in universe | 100245 | 50.2% | |
| Private | 72028 | 36.1% | |
| Self-employed-not incorporated | 8445 | 4.2% | |
| Local government | 7784 | 3.9% | |
| State government | 4227 | 2.1% | |
| Self-employed-incorporated | 3265 | 1.6% | |
| Federal government | 2925 | 1.5% | |
| Never worked | 439 | 0.2% | |
| Without pay | 165 | 0.1% |
Length
| Max length | 31 |
|---|---|
| Mean length | 14.02115546 |
| Min length | 8 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 72.4% | |
| Uppercase_Letter | 6 | 20.7% | |
| Space_Separator | 1 | 3.4% | |
| Dash_Punctuation | 1 | 3.4% |
| Value | Count | Frequency (%) | |
| Latin | 27 | 93.1% | |
| Common | 2 | 6.9% |
| Value | Count | Frequency (%) | |
| ASCII | 29 | 100.0% |
| Distinct count | 52 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 197.9 KiB |
| 0 | |
|---|---|
| 33 | 17070 |
| 43 | 8283 |
| 4 | 5984 |
| 42 | 4683 |
| Other values (47) |
| Value | Count | Frequency (%) | |
| 0 | 100684 | 50.5% | |
| 33 | 17070 | 8.6% | |
| 43 | 8283 | 4.2% | |
| 4 | 5984 | 3.0% | |
| 42 | 4683 | 2.3% | |
| 45 | 4482 | 2.2% | |
| 29 | 4209 | 2.1% | |
| 37 | 4022 | 2.0% | |
| 41 | 3964 | 2.0% | |
| 32 | 3596 | 1.8% | |
| Other values (42) | 42546 | 21.3% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.432015357 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 10 | 100.0% |
| Distinct count | 47 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.6 KiB |
| 0 | |
|---|---|
| 2 | 8756 |
| 26 | 7887 |
| 19 | 5413 |
| 29 | 5105 |
| Other values (42) |
| Value | Count | Frequency (%) | |
| 0 | 100684 | 50.5% | |
| 2 | 8756 | 4.4% | |
| 26 | 7887 | 4.0% | |
| 19 | 5413 | 2.7% | |
| 29 | 5105 | 2.6% | |
| 36 | 4145 | 2.1% | |
| 34 | 4025 | 2.0% | |
| 10 | 3683 | 1.8% | |
| 16 | 3445 | 1.7% | |
| 23 | 3392 | 1.7% | |
| Other values (37) | 52988 | 26.6% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.401277046 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 10 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 10 | 100.0% |
education
Categorical
| Distinct count | 17 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| High school graduate | |
|---|---|
| Children | |
| Some college but no degree | |
| Bachelors degree(BA AB BS) | |
| 7th and 8th grade | 8007 |
| Other values (12) |
| Value | Count | Frequency (%) | |
| High school graduate | 48407 | 24.3% | |
| Children | 47422 | 23.8% | |
| Some college but no degree | 27820 | 13.9% | |
| Bachelors degree(BA AB BS) | 19865 | 10.0% | |
| 7th and 8th grade | 8007 | 4.0% | |
| 10th grade | 7557 | 3.8% | |
| 11th grade | 6876 | 3.4% | |
| Masters degree(MA MS MEng MEd MSW MBA) | 6541 | 3.3% | |
| 9th grade | 6230 | 3.1% | |
| Associates degree-occup /vocational | 5358 | 2.7% | |
| Other values (7) | 15440 | 7.7% |
Length
| Max length | 39 |
|---|---|
| Mean length | 19.86398561 |
| Min length | 9 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 19 | 40.4% | |
| Uppercase_Letter | 13 | 27.7% | |
| Decimal_Number | 10 | 21.3% | |
| Open_Punctuation | 1 | 2.1% | |
| Other_Punctuation | 1 | 2.1% | |
| Close_Punctuation | 1 | 2.1% | |
| Space_Separator | 1 | 2.1% | |
| Dash_Punctuation | 1 | 2.1% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 68.1% | |
| Common | 15 | 31.9% |
| Value | Count | Frequency (%) | |
| ASCII | 47 | 100.0% |
| Distinct count | 1240 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.426908175999756 |
|---|---|
| Minimum | 0 |
| Maximum | 9999 |
| Zeros | 188219 |
| Zeros (%) | 94.3% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 495 |
| Maximum | 9999 |
| Range | 9999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 274.8964539 |
|---|---|
| Coefficient of variation (CV) | 4.959620931 |
| Kurtosis | 155.2188969 |
| Mean | 55.42690818 |
| Median Absolute Deviation (MAD) | 104.5737349 |
| Skewness | 8.935096531 |
| Sum | 11058943 |
| Variance | 75568.06037 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 10. 195. 202.5 212.5 ... 2506. 2812.5 3325. 5512.5 9999. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 188219 | 94.3% | |
| 500 | 734 | 0.4% | |
| 600 | 546 | 0.3% | |
| 700 | 534 | 0.3% | |
| 800 | 507 | 0.3% | |
| 1000 | 386 | 0.2% | |
| 425 | 376 | 0.2% | |
| 900 | 336 | 0.2% | |
| 550 | 280 | 0.1% | |
| 1200 | 256 | 0.1% | |
| Other values (1230) | 7349 | 3.7% |
| Value | Count | Frequency (%) | |
| 0 | 188219 | 94.3% | |
| 20 | 1 | < 0.1% | |
| 70 | 1 | < 0.1% | |
| 75 | 2 | < 0.1% | |
| 100 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 1 | < 0.1% | |
| 9916 | 1 | < 0.1% | |
| 9800 | 2 | < 0.1% | |
| 9400 | 2 | < 0.1% | |
| 9000 | 1 | < 0.1% |
enroll_in__edu_inst_last_wk
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| High school | 6892 |
| College or university | 5688 |
| Value | Count | Frequency (%) | |
| Not in universe | 186943 | 93.7% | |
| High school | 6892 | 3.5% | |
| College or university | 5688 | 2.9% |
Length
| Max length | 22 |
|---|---|
| Mean length | 16.03287842 |
| Min length | 12 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 77.8% | |
| Uppercase_Letter | 3 | 16.7% | |
| Space_Separator | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| Latin | 17 | 94.4% | |
| Common | 1 | 5.6% |
| Value | Count | Frequency (%) | |
| ASCII | 18 | 100.0% |
marital_stat
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Never married | |
|---|---|
| Married-civilian spouse present | |
| Divorced | 12710 |
| Widowed | 10463 |
| Separated | 3460 |
| Other values (2) | 2183 |
| Value | Count | Frequency (%) | |
| Never married | 86485 | 43.3% | |
| Married-civilian spouse present | 84222 | 42.2% | |
| Divorced | 12710 | 6.4% | |
| Widowed | 10463 | 5.2% | |
| Separated | 3460 | 1.7% | |
| Married-spouse absent | 1518 | 0.8% | |
| Married-A F spouse present | 665 | 0.3% |
Length
| Max length | 32 |
|---|---|
| Mean length | 20.99977947 |
| Min length | 8 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 65.4% | |
| Uppercase_Letter | 7 | 26.9% | |
| Space_Separator | 1 | 3.8% | |
| Dash_Punctuation | 1 | 3.8% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 92.3% | |
| Common | 2 | 7.7% |
| Value | Count | Frequency (%) | |
| ASCII | 26 | 100.0% |
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe or children | |
|---|---|
| Retail trade | 17070 |
| Manufacturing-durable goods | 9015 |
| Education | 8283 |
| Manufacturing-nondurable goods | 6897 |
| Other values (19) |
| Value | Count | Frequency (%) | |
| Not in universe or children | 100684 | 50.5% | |
| Retail trade | 17070 | 8.6% | |
| Manufacturing-durable goods | 9015 | 4.5% | |
| Education | 8283 | 4.2% | |
| Manufacturing-nondurable goods | 6897 | 3.5% | |
| Finance insurance and real estate | 6145 | 3.1% | |
| Construction | 5984 | 3.0% | |
| Business and repair services | 5651 | 2.8% | |
| Medical except hospital | 4683 | 2.3% | |
| Public administration | 4610 | 2.3% | |
| Other values (14) | 30501 | 15.3% |
Length
| Max length | 36 |
|---|---|
| Mean length | 24.39614982 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 55.3% | |
| Uppercase_Letter | 15 | 39.5% | |
| Space_Separator | 1 | 2.6% | |
| Dash_Punctuation | 1 | 2.6% |
| Value | Count | Frequency (%) | |
| Latin | 36 | 94.7% | |
| Common | 2 | 5.3% |
| Value | Count | Frequency (%) | |
| ASCII | 38 | 100.0% |
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Adm support including clerical | 14837 |
| Professional specialty | 13940 |
| Executive admin and managerial | 12495 |
| Other service | 12099 |
| Other values (10) |
| Value | Count | Frequency (%) | |
| Not in universe | 100684 | 50.5% | |
| Adm support including clerical | 14837 | 7.4% | |
| Professional specialty | 13940 | 7.0% | |
| Executive admin and managerial | 12495 | 6.3% | |
| Other service | 12099 | 6.1% | |
| Sales | 11783 | 5.9% | |
| Precision production craft & repair | 10518 | 5.3% | |
| Machine operators assmblrs & inspctrs | 6379 | 3.2% | |
| Handlers equip cleaners etc | 4127 | 2.1% | |
| Transportation and material moving | 4020 | 2.0% | |
| Other values (5) | 8641 | 4.3% |
Length
| Max length | 38 |
|---|---|
| Mean length | 20.76417756 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 22 | 64.7% | |
| Uppercase_Letter | 10 | 29.4% | |
| Other_Punctuation | 1 | 2.9% | |
| Space_Separator | 1 | 2.9% |
| Value | Count | Frequency (%) | |
| Latin | 32 | 94.1% | |
| Common | 2 | 5.9% |
| Value | Count | Frequency (%) | |
| ASCII | 34 | 100.0% |
race
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| White | |
|---|---|
| Black | 20415 |
| Asian or Pacific Islander | 5835 |
| Other | 3657 |
| Amer Indian Aleut or Eskimo | 2251 |
| Value | Count | Frequency (%) | |
| White | 167365 | 83.9% | |
| Black | 20415 | 10.2% | |
| Asian or Pacific Islander | 5835 | 2.9% | |
| Other | 3657 | 1.8% | |
| Amer Indian Aleut or Eskimo | 2251 | 1.1% |
Length
| Max length | 28 |
|---|---|
| Mean length | 6.833096936 |
| Min length | 6 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 16 | 66.7% | |
| Uppercase_Letter | 7 | 29.2% | |
| Space_Separator | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 23 | 95.8% | |
| Common | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| ASCII | 24 | 100.0% |
hispanic_origin
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| All other | |
|---|---|
| Mexican-American | 8079 |
| Mexican (Mexicano) | 7234 |
| Central or South American | 3895 |
| Puerto Rican | 3313 |
| Other values (5) | 5095 |
| Value | Count | Frequency (%) | |
| All other | 171907 | 86.2% | |
| Mexican-American | 8079 | 4.0% | |
| Mexican (Mexicano) | 7234 | 3.6% | |
| Central or South American | 3895 | 2.0% | |
| Puerto Rican | 3313 | 1.7% | |
| Other Spanish | 2485 | 1.2% | |
| Cuban | 1126 | 0.6% | |
| NA | 874 | 0.4% | |
| Do not know | 306 | 0.2% | |
| Chicano | 304 | 0.2% |
Length
| Max length | 26 |
|---|---|
| Mean length | 10.9685099 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 58.1% | |
| Uppercase_Letter | 9 | 29.0% | |
| Open_Punctuation | 1 | 3.2% | |
| Close_Punctuation | 1 | 3.2% | |
| Space_Separator | 1 | 3.2% | |
| Dash_Punctuation | 1 | 3.2% |
| Value | Count | Frequency (%) | |
| Latin | 27 | 87.1% | |
| Common | 4 | 12.9% |
| Value | Count | Frequency (%) | |
| ASCII | 31 | 100.0% |
sex
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Female | |
|---|---|
| Male |
| Value | Count | Frequency (%) | |
| Female | 103984 | 52.1% | |
| Male | 95539 | 47.9% |
Length
| Max length | 7 |
|---|---|
| Mean length | 6.042325947 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 4 | 57.1% | |
| Uppercase_Letter | 2 | 28.6% | |
| Space_Separator | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| Latin | 6 | 85.7% | |
| Common | 1 | 14.3% |
| Value | Count | Frequency (%) | |
| ASCII | 7 | 100.0% |
member_of_a_labor_union
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| No | 16034 |
| Yes | 3030 |
| Value | Count | Frequency (%) | |
| Not in universe | 180459 | 90.4% | |
| No | 16034 | 8.0% | |
| Yes | 3030 | 1.5% |
Length
| Max length | 16 |
|---|---|
| Mean length | 14.77306376 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 75.0% | |
| Uppercase_Letter | 2 | 16.7% | |
| Space_Separator | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 91.7% | |
| Common | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
reason_for_unemployment
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Other job loser | 2038 |
| Re-entrant | 2019 |
| Job loser - on layoff | 976 |
| Job leaver | 598 |
| Value | Count | Frequency (%) | |
| Not in universe | 193453 | 97.0% | |
| Other job loser | 2038 | 1.0% | |
| Re-entrant | 2019 | 1.0% | |
| Job loser - on layoff | 976 | 0.5% | |
| Job leaver | 598 | 0.3% | |
| New entrant | 439 | 0.2% |
Length
| Max length | 22 |
|---|---|
| Mean length | 15.9549676 |
| Min length | 11 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 73.9% | |
| Uppercase_Letter | 4 | 17.4% | |
| Space_Separator | 1 | 4.3% | |
| Dash_Punctuation | 1 | 4.3% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 91.3% | |
| Common | 2 | 8.7% |
| Value | Count | Frequency (%) | |
| ASCII | 23 | 100.0% |
full_or_part_time_employment_stat
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Children or Armed Forces | |
|---|---|
| Full-time schedules | |
| Not in labor force | |
| PT for non-econ reasons usually FT | 3322 |
| Unemployed full-time | 2311 |
| Other values (3) | 2577 |
| Value | Count | Frequency (%) | |
| Children or Armed Forces | 123769 | 62.0% | |
| Full-time schedules | 40736 | 20.4% | |
| Not in labor force | 26808 | 13.4% | |
| PT for non-econ reasons usually FT | 3322 | 1.7% | |
| Unemployed full-time | 2311 | 1.2% | |
| PT for econ reasons usually PT | 1209 | 0.6% | |
| Unemployed part- time | 843 | 0.4% | |
| PT for econ reasons usually FT | 525 | 0.3% |
Length
| Max length | 35 |
|---|---|
| Mean length | 23.33263834 |
| Min length | 19 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 66.7% | |
| Uppercase_Letter | 7 | 25.9% | |
| Space_Separator | 1 | 3.7% | |
| Dash_Punctuation | 1 | 3.7% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 92.6% | |
| Common | 2 | 7.4% |
| Value | Count | Frequency (%) | |
| ASCII | 27 | 100.0% |
| Distinct count | 132 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 434.7189897906507 |
|---|---|
| Minimum | 0 |
| Maximum | 99999 |
| Zeros | 192144 |
| Zeros (%) | 96.3% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4697.53128 |
|---|---|
| Coefficient of variation (CV) | 10.8059031 |
| Kurtosis | 393.0628325 |
| Mean | 434.7189898 |
| Median Absolute Deviation (MAD) | 837.3298939 |
| Skewness | 18.99082234 |
| Sum | 86736437 |
| Variance | 22066800.12 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 5.70000e+01 4.97500e+02 7.54000e+02 9.52500e+02 ... 2.35820e+04 3.09615e+04 3.77025e+04 7.06545e+04 9.99990e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 192144 | 96.3% | |
| 15024 | 788 | 0.4% | |
| 7688 | 609 | 0.3% | |
| 7298 | 582 | 0.3% | |
| 99999 | 390 | 0.2% | |
| 3103 | 237 | 0.1% | |
| 5178 | 207 | 0.1% | |
| 5013 | 158 | 0.1% | |
| 4386 | 151 | 0.1% | |
| 3325 | 121 | 0.1% | |
| Other values (122) | 4136 | 2.1% |
| Value | Count | Frequency (%) | |
| 0 | 192144 | 96.3% | |
| 114 | 11 | < 0.1% | |
| 401 | 33 | < 0.1% | |
| 594 | 88 | < 0.1% | |
| 914 | 17 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 390 | 0.2% | |
| 41310 | 2 | < 0.1% | |
| 34095 | 11 | < 0.1% | |
| 27828 | 94 | < 0.1% | |
| 25236 | 23 | < 0.1% |
| Distinct count | 113 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.313788385298935 |
|---|---|
| Minimum | 0 |
| Maximum | 4608 |
| Zeros | 195617 |
| Zeros (%) | 98.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4608 |
| Range | 4608 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 271.8964284 |
|---|---|
| Coefficient of variation (CV) | 7.286754847 |
| Kurtosis | 61.63293305 |
| Mean | 37.31378839 |
| Median Absolute Deviation (MAD) | 73.1666158 |
| Skewness | 7.6325647 |
| Sum | 7444959 |
| Variance | 73927.66776 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 77.5 184. 639. 1198. ... 2713. 2914. 3835. 4128. 4608. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 195617 | 98.0% | |
| 1902 | 407 | 0.2% | |
| 1977 | 381 | 0.2% | |
| 1887 | 364 | 0.2% | |
| 1602 | 193 | 0.1% | |
| 2415 | 122 | 0.1% | |
| 1485 | 95 | < 0.1% | |
| 1848 | 88 | < 0.1% | |
| 1876 | 87 | < 0.1% | |
| 1672 | 85 | < 0.1% | |
| Other values (103) | 2084 | 1.0% |
| Value | Count | Frequency (%) | |
| 0 | 195617 | 98.0% | |
| 155 | 1 | < 0.1% | |
| 213 | 10 | < 0.1% | |
| 323 | 10 | < 0.1% | |
| 419 | 29 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4608 | 4 | < 0.1% | |
| 4356 | 30 | < 0.1% | |
| 3900 | 2 | < 0.1% | |
| 3770 | 5 | < 0.1% | |
| 3683 | 4 | < 0.1% |
| Distinct count | 1478 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 197.52953293605248 |
|---|---|
| Minimum | 0 |
| Maximum | 99999 |
| Zeros | 178382 |
| Zeros (%) | 89.4% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 400 |
| Maximum | 99999 |
| Range | 99999 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1984.163658 |
|---|---|
| Coefficient of variation (CV) | 10.04489622 |
| Kurtosis | 1090.563754 |
| Mean | 197.5295329 |
| Median Absolute Deviation (MAD) | 364.2557707 |
| Skewness | 27.78650179 |
| Sum | 39411685 |
| Variance | 3936905.423 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-01 1.50000e+00 2.50000e+00 3.50000e+00 ... 4.91825e+04 4.99995e+04 5.00550e+04 9.75470e+04 9.99990e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 178382 | 89.4% | |
| 100 | 1148 | 0.6% | |
| 500 | 1030 | 0.5% | |
| 1000 | 894 | 0.4% | |
| 200 | 866 | 0.4% | |
| 50 | 832 | 0.4% | |
| 2000 | 574 | 0.3% | |
| 250 | 555 | 0.3% | |
| 150 | 549 | 0.3% | |
| 300 | 523 | 0.3% | |
| Other values (1468) | 14170 | 7.1% |
| Value | Count | Frequency (%) | |
| 0 | 178382 | 89.4% | |
| 1 | 472 | 0.2% | |
| 2 | 193 | 0.1% | |
| 3 | 129 | 0.1% | |
| 4 | 75 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99999 | 25 | < 0.1% | |
| 95095 | 1 | < 0.1% | |
| 75000 | 5 | < 0.1% | |
| 70000 | 3 | < 0.1% | |
| 66621 | 2 | < 0.1% |
federal_income_tax_liability
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Nonfiler | |
|---|---|
| Joint both under 65 | |
| Single | |
| Joint both 65+ | 8332 |
| Head of household | 7426 |
| Value | Count | Frequency (%) | |
| Nonfiler | 75094 | 37.6% | |
| Joint both under 65 | 67383 | 33.8% | |
| Single | 37421 | 18.8% | |
| Joint both 65+ | 8332 | 4.2% | |
| Head of household | 7426 | 3.7% | |
| Joint one under 65 & one 65+ | 3867 | 1.9% |
Length
| Max length | 29 |
|---|---|
| Mean length | 13.31297144 |
| Min length | 7 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 15 | 62.5% | |
| Uppercase_Letter | 4 | 16.7% | |
| Decimal_Number | 2 | 8.3% | |
| Other_Punctuation | 1 | 4.2% | |
| Space_Separator | 1 | 4.2% | |
| Math_Symbol | 1 | 4.2% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 79.2% | |
| Common | 5 | 20.8% |
| Value | Count | Frequency (%) | |
| ASCII | 24 | 100.0% |
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| South | 4889 |
| West | 4074 |
| Midwest | 3575 |
| Northeast | 2705 |
| Value | Count | Frequency (%) | |
| Not in universe | 183750 | 92.1% | |
| South | 4889 | 2.5% | |
| West | 4074 | 2.0% | |
| Midwest | 3575 | 1.8% | |
| Northeast | 2705 | 1.4% | |
| Abroad | 530 | 0.3% |
Length
| Max length | 16 |
|---|---|
| Mean length | 15.28176701 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 70.0% | |
| Uppercase_Letter | 5 | 25.0% | |
| Space_Separator | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 95.0% | |
| Common | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
| Distinct count | 50 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 708 |
| Missing (%) | 0.4% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| California | 1714 |
| Utah | 1063 |
| Florida | 849 |
| North Carolina | 812 |
| Other values (45) | 10627 |
| Value | Count | Frequency (%) | |
| Not in universe | 183750 | 92.1% | |
| California | 1714 | 0.9% | |
| Utah | 1063 | 0.5% | |
| Florida | 849 | 0.4% | |
| North Carolina | 812 | 0.4% | |
| Abroad | 671 | 0.3% | |
| Oklahoma | 626 | 0.3% | |
| Minnesota | 576 | 0.3% | |
| Indiana | 533 | 0.3% | |
| North Dakota | 499 | 0.3% | |
| Other values (40) | 7722 | 3.9% | |
| (Missing) | 708 | 0.4% |
Length
| Max length | 21 |
|---|---|
| Mean length | 15.46042311 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 24 | 53.3% | |
| Uppercase_Letter | 20 | 44.4% | |
| Space_Separator | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 44 | 97.8% | |
| Common | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| ASCII | 45 | 100.0% |
| Distinct count | 38 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Householder | |
|---|---|
| Child <18 never marr not in subfamily | |
| Spouse of householder | |
| Nonfamily householder | |
| Child 18+ never marr Not in a subfamily | |
| Other values (33) |
| Value | Count | Frequency (%) | |
| Householder | 53248 | 26.7% | |
| Child <18 never marr not in subfamily | 50326 | 25.2% | |
| Spouse of householder | 41695 | 20.9% | |
| Nonfamily householder | 22213 | 11.1% | |
| Child 18+ never marr Not in a subfamily | 12030 | 6.0% | |
| Secondary individual | 6122 | 3.1% | |
| Other Rel 18+ ever marr not in subfamily | 1956 | 1.0% | |
| Grandchild <18 never marr child of subfamily RP | 1868 | 0.9% | |
| Other Rel 18+ never marr not in subfamily | 1728 | 0.9% | |
| Grandchild <18 never marr not in subfamily | 1066 | 0.5% | |
| Other values (28) | 7271 | 3.6% |
Length
| Max length | 48 |
|---|---|
| Mean length | 25.71388762 |
| Min length | 12 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 60.0% | |
| Uppercase_Letter | 9 | 25.7% | |
| Decimal_Number | 2 | 5.7% | |
| Math_Symbol | 2 | 5.7% | |
| Space_Separator | 1 | 2.9% |
| Value | Count | Frequency (%) | |
| Latin | 30 | 85.7% | |
| Common | 5 | 14.3% |
| Value | Count | Frequency (%) | |
| ASCII | 35 | 100.0% |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Householder | |
|---|---|
| Child under 18 never married | |
| Spouse of householder | |
| Child 18 or older | 14430 |
| Other relative of householder | 9703 |
| Other values (3) | 7780 |
| Value | Count | Frequency (%) | |
| Householder | 75475 | 37.8% | |
| Child under 18 never married | 50426 | 25.3% | |
| Spouse of householder | 41709 | 20.9% | |
| Child 18 or older | 14430 | 7.2% | |
| Other relative of householder | 9703 | 4.9% | |
| Nonrelative of householder | 7601 | 3.8% | |
| Group Quarters- Secondary individual | 132 | 0.1% | |
| Child under 18 ever married | 47 | < 0.1% |
Length
| Max length | 37 |
|---|---|
| Mean length | 20.28793172 |
| Min length | 12 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 62.1% | |
| Uppercase_Letter | 7 | 24.1% | |
| Decimal_Number | 2 | 6.9% | |
| Space_Separator | 1 | 3.4% | |
| Dash_Punctuation | 1 | 3.4% |
| Value | Count | Frequency (%) | |
| Latin | 25 | 86.2% | |
| Common | 4 | 13.8% |
| Value | Count | Frequency (%) | |
| ASCII | 29 | 100.0% |
detailed_household_summary_in_household
Real number (ℝ≥0)
| Distinct count | 99800 |
|---|---|
| Unique (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1740.3802692922618 |
|---|---|
| Minimum | 37.87 |
| Maximum | 18656.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 37.87 |
|---|---|
| 5-th percentile | 395.342 |
| Q1 | 1061.615 |
| median | 1618.31 |
| Q3 | 2188.61 |
| 95-th percentile | 3585.909 |
| Maximum | 18656.3 |
| Range | 18618.43 |
| Interquartile range (IQR) | 1126.995 |
Descriptive statistics
| Standard deviation | 993.7681558 |
|---|---|
| Coefficient of variation (CV) | 0.5710063331 |
| Kurtosis | 5.412514036 |
| Mean | 1740.380269 |
| Median Absolute Deviation (MAD) | 741.3872327 |
| Skewness | 1.432733152 |
| Sum | 347245892.5 |
| Variance | 987575.1475 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 37.87 92.5 116.535 148.965 182.24 ... 6424.78 7236.485 9270.445 12071.45 18656.3 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1601.4 | 32 | < 0.1% | |
| 753.23 | 32 | < 0.1% | |
| 1191.21 | 32 | < 0.1% | |
| 1787.34 | 32 | < 0.1% | |
| 707.9 | 31 | < 0.1% | |
| 1317.51 | 31 | < 0.1% | |
| 1070.15 | 30 | < 0.1% | |
| 1839.19 | 28 | < 0.1% | |
| 1002.02 | 28 | < 0.1% | |
| 1009.39 | 28 | < 0.1% | |
| Other values (99790) | 199219 | 99.8% |
| Value | Count | Frequency (%) | |
| 37.87 | 1 | < 0.1% | |
| 39.11 | 1 | < 0.1% | |
| 40.67 | 2 | < 0.1% | |
| 42.82 | 2 | < 0.1% | |
| 43.26 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 18656.3 | 1 | < 0.1% | |
| 16349.2 | 1 | < 0.1% | |
| 13911.5 | 1 | < 0.1% | |
| 13145.1 | 1 | < 0.1% | |
| 13114.2 | 1 | < 0.1% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 99696 |
| Missing (%) | 50.0% |
| Memory size | 1.5 MiB |
| Nonmover | |
|---|---|
| MSA to MSA | 10601 |
| NonMSA to nonMSA | 2811 |
| Not in universe | 1516 |
| MSA to nonMSA | 790 |
| Other values (4) | 1571 |
| Value | Count | Frequency (%) | |
| Nonmover | 82538 | 41.4% | |
| MSA to MSA | 10601 | 5.3% | |
| NonMSA to nonMSA | 2811 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| MSA to nonMSA | 790 | 0.4% | |
| NonMSA to MSA | 615 | 0.3% | |
| Abroad to MSA | 453 | 0.2% | |
| Not identifiable | 430 | 0.2% | |
| Abroad to nonMSA | 73 | < 0.1% | |
| (Missing) | 99696 | 50.0% |
Length
| Max length | 17 |
|---|---|
| Mean length | 6.340857946 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 15 | 75.0% | |
| Uppercase_Letter | 4 | 20.0% | |
| Space_Separator | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| Latin | 19 | 95.0% | |
| Common | 1 | 5.0% |
| Value | Count | Frequency (%) | |
| ASCII | 20 | 100.0% |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 99696 |
| Missing (%) | 50.0% |
| Memory size | 1.5 MiB |
| Nonmover | |
|---|---|
| Same county | 9812 |
| Different county same state | 2797 |
| Not in universe | 1516 |
| Different region | 1178 |
| Other values (3) | 1986 |
| Value | Count | Frequency (%) | |
| Nonmover | 82538 | 41.4% | |
| Same county | 9812 | 4.9% | |
| Different county same state | 2797 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| Different region | 1178 | 0.6% | |
| Different state same division | 991 | 0.5% | |
| Abroad | 530 | 0.3% | |
| Different division same region | 465 | 0.2% | |
| (Missing) | 99696 | 50.0% |
Length
| Max length | 31 |
|---|---|
| Mean length | 6.666534685 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 17 | 77.3% | |
| Uppercase_Letter | 4 | 18.2% | |
| Space_Separator | 1 | 4.5% |
| Value | Count | Frequency (%) | |
| Latin | 21 | 95.5% | |
| Common | 1 | 4.5% |
| Value | Count | Frequency (%) | |
| ASCII | 22 | 100.0% |
| Distinct count | 9 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 99696 |
| Missing (%) | 50.0% |
| Memory size | 1.5 MiB |
| Nonmover | |
|---|---|
| Same county | 9812 |
| Different county same state | 2797 |
| Not in universe | 1516 |
| Different state in South | 973 |
| Other values (4) | 2191 |
| Value | Count | Frequency (%) | |
| Nonmover | 82538 | 41.4% | |
| Same county | 9812 | 4.9% | |
| Different county same state | 2797 | 1.4% | |
| Not in universe | 1516 | 0.8% | |
| Different state in South | 973 | 0.5% | |
| Different state in West | 679 | 0.3% | |
| Different state in Midwest | 551 | 0.3% | |
| Abroad | 530 | 0.3% | |
| Different state in Northeast | 431 | 0.2% | |
| (Missing) | 99696 | 50.0% |
Length
| Max length | 29 |
|---|---|
| Mean length | 6.685710419 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 18 | 72.0% | |
| Uppercase_Letter | 6 | 24.0% | |
| Space_Separator | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| Latin | 24 | 96.0% | |
| Common | 1 | 4.0% |
| Value | Count | Frequency (%) | |
| ASCII | 25 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe under 1 year old | |
|---|---|
| Yes | |
| No | 15773 |
| Value | Count | Frequency (%) | |
| Not in universe under 1 year old | 101212 | 50.7% | |
| Yes | 82538 | 41.4% | |
| No | 15773 | 7.9% |
Length
| Max length | 33 |
|---|---|
| Mean length | 18.63177178 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 13 | 76.5% | |
| Uppercase_Letter | 2 | 11.8% | |
| Decimal_Number | 1 | 5.9% | |
| Space_Separator | 1 | 5.9% |
| Value | Count | Frequency (%) | |
| Latin | 15 | 88.2% | |
| Common | 2 | 11.8% |
| Value | Count | Frequency (%) | |
| ASCII | 17 | 100.0% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 99696 |
| Missing (%) | 50.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| No | 9987 |
| Yes | 5786 |
| Value | Count | Frequency (%) | |
| Not in universe | 84054 | 42.1% | |
| No | 9987 | 5.0% | |
| Yes | 5786 | 2.9% | |
| (Missing) | 99696 | 50.0% |
Length
| Max length | 16 |
|---|---|
| Mean length | 8.505570786 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 10 | 76.9% | |
| Uppercase_Letter | 2 | 15.4% | |
| Space_Separator | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Latin | 12 | 92.3% | |
| Common | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9561804904697704 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 95983 |
| Zeros (%) | 48.1% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.365125505 |
|---|---|
| Coefficient of variation (CV) | 1.209052803 |
| Kurtosis | -1.082246833 |
| Mean | 1.95618049 |
| Median Absolute Deviation (MAD) | 2.103581512 |
| Skewness | 0.7515606804 |
| Sum | 390303 |
| Variance | 5.593818657 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 95983 | 48.1% | |
| 6 | 36511 | 18.3% | |
| 1 | 23109 | 11.6% | |
| 4 | 14379 | 7.2% | |
| 3 | 13425 | 6.7% | |
| 2 | 10081 | 5.1% | |
| 5 | 6035 | 3.0% |
| Value | Count | Frequency (%) | |
| 0 | 95983 | 48.1% | |
| 1 | 23109 | 11.6% | |
| 2 | 10081 | 5.1% | |
| 3 | 13425 | 6.7% | |
| 4 | 14379 | 7.2% |
| Value | Count | Frequency (%) | |
| 6 | 36511 | 18.3% | |
| 5 | 6035 | 3.0% | |
| 4 | 14379 | 7.2% | |
| 3 | 13425 | 6.7% | |
| 2 | 10081 | 5.1% |
family_members_under_18
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| Both parents present | |
| Mother only present | 12772 |
| Father only present | 1883 |
| Neither parent present | 1653 |
| Value | Count | Frequency (%) | |
| Not in universe | 144232 | 72.3% | |
| Both parents present | 38983 | 19.5% | |
| Mother only present | 12772 | 6.4% | |
| Father only present | 1883 | 0.9% | |
| Neither parent present | 1653 | 0.8% |
Length
| Max length | 23 |
|---|---|
| Mean length | 17.32869895 |
| Min length | 16 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 14 | 73.7% | |
| Uppercase_Letter | 4 | 21.1% | |
| Space_Separator | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| Latin | 18 | 94.7% | |
| Common | 1 | 5.3% |
| Value | Count | Frequency (%) | |
| ASCII | 19 | 100.0% |
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 6713 |
| Missing (%) | 3.4% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 10008 |
| Puerto-Rico | 2680 |
| Italy | 2212 |
| Canada | 1380 |
| Other values (37) | 17367 |
| Value | Count | Frequency (%) | |
| United-States | 159163 | 79.8% | |
| Mexico | 10008 | 5.0% | |
| Puerto-Rico | 2680 | 1.3% | |
| Italy | 2212 | 1.1% | |
| Canada | 1380 | 0.7% | |
| Germany | 1356 | 0.7% | |
| Dominican-Republic | 1290 | 0.6% | |
| Poland | 1212 | 0.6% | |
| Philippines | 1154 | 0.6% | |
| Cuba | 1125 | 0.6% | |
| Other values (32) | 11230 | 5.6% | |
| (Missing) | 6713 | 3.4% |
Length
| Max length | 29 |
|---|---|
| Mean length | 12.70240524 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 45.7% | |
| Uppercase_Letter | 20 | 43.5% | |
| Open_Punctuation | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% | |
| Close_Punctuation | 1 | 2.2% | |
| Space_Separator | 1 | 2.2% | |
| Dash_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 89.1% | |
| Common | 5 | 10.9% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 6119 |
| Missing (%) | 3.1% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 9781 |
| Puerto-Rico | 2473 |
| Italy | 1844 |
| Canada | 1451 |
| Other values (37) | 17376 |
| Value | Count | Frequency (%) | |
| United-States | 160479 | 80.4% | |
| Mexico | 9781 | 4.9% | |
| Puerto-Rico | 2473 | 1.2% | |
| Italy | 1844 | 0.9% | |
| Canada | 1451 | 0.7% | |
| Germany | 1382 | 0.7% | |
| Philippines | 1231 | 0.6% | |
| Poland | 1110 | 0.6% | |
| El-Salvador | 1108 | 0.6% | |
| Cuba | 1108 | 0.6% | |
| Other values (32) | 11437 | 5.7% | |
| (Missing) | 6119 | 3.1% |
Length
| Max length | 29 |
|---|---|
| Mean length | 12.75193837 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 45.7% | |
| Uppercase_Letter | 20 | 43.5% | |
| Open_Punctuation | 1 | 2.2% | |
| Close_Punctuation | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% | |
| Space_Separator | 1 | 2.2% | |
| Dash_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 89.1% | |
| Common | 5 | 10.9% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
| Distinct count | 42 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 3393 |
| Missing (%) | 1.7% |
| Memory size | 1.5 MiB |
| United-States | |
|---|---|
| Mexico | 5767 |
| Puerto-Rico | 1400 |
| Germany | 851 |
| Philippines | 845 |
| Other values (37) | 10278 |
| Value | Count | Frequency (%) | |
| United-States | 176989 | 88.7% | |
| Mexico | 5767 | 2.9% | |
| Puerto-Rico | 1400 | 0.7% | |
| Germany | 851 | 0.4% | |
| Philippines | 845 | 0.4% | |
| Cuba | 837 | 0.4% | |
| Canada | 700 | 0.4% | |
| Dominican-Republic | 690 | 0.3% | |
| El-Salvador | 689 | 0.3% | |
| China | 478 | 0.2% | |
| Other values (32) | 6884 | 3.5% | |
| (Missing) | 3393 | 1.7% |
Length
| Max length | 29 |
|---|---|
| Mean length | 13.29676278 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 21 | 45.7% | |
| Uppercase_Letter | 20 | 43.5% | |
| Open_Punctuation | 1 | 2.2% | |
| Other_Punctuation | 1 | 2.2% | |
| Close_Punctuation | 1 | 2.2% | |
| Space_Separator | 1 | 2.2% | |
| Dash_Punctuation | 1 | 2.2% |
| Value | Count | Frequency (%) | |
| Latin | 41 | 89.1% | |
| Common | 5 | 10.9% |
| Value | Count | Frequency (%) | |
| ASCII | 46 | 100.0% |
citizenship
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Native- Born in the United States | |
|---|---|
| Foreign born- Not a citizen of U S | 13401 |
| Foreign born- U S citizen by naturalization | 5855 |
| Native- Born abroad of American Parent(s) | 1756 |
| Native- Born in Puerto Rico or U S Outlying | 1519 |
| Value | Count | Frequency (%) | |
| Native- Born in the United States | 176992 | 88.7% | |
| Foreign born- Not a citizen of U S | 13401 | 6.7% | |
| Foreign born- U S citizen by naturalization | 5855 | 2.9% | |
| Native- Born abroad of American Parent(s) | 1756 | 0.9% | |
| Native- Born in Puerto Rico or U S Outlying | 1519 | 0.8% |
Length
| Max length | 44 |
|---|---|
| Mean length | 34.57431975 |
| Min length | 34 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 20 | 60.6% | |
| Uppercase_Letter | 9 | 27.3% | |
| Open_Punctuation | 1 | 3.0% | |
| Close_Punctuation | 1 | 3.0% | |
| Space_Separator | 1 | 3.0% | |
| Dash_Punctuation | 1 | 3.0% |
| Value | Count | Frequency (%) | |
| Latin | 29 | 87.9% | |
| Common | 4 | 12.1% |
| Value | Count | Frequency (%) | |
| ASCII | 33 | 100.0% |
own_business_or_self_employed
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 195.1 KiB |
| 0 | |
|---|---|
| 2 | 16153 |
| 1 | 2698 |
| Value | Count | Frequency (%) | |
| 0 | 180672 | 90.6% | |
| 2 | 16153 | 8.1% | |
| 1 | 2698 | 1.4% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
fill_inc_questionnaire_for_veteran's_admin
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Not in universe | |
|---|---|
| No | 1593 |
| Yes | 391 |
| Value | Count | Frequency (%) | |
| Not in universe | 197539 | 99.0% | |
| No | 1593 | 0.8% | |
| Yes | 391 | 0.2% |
Length
| Max length | 16 |
|---|---|
| Mean length | 15.87269137 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Lowercase_Letter | 9 | 75.0% | |
| Uppercase_Letter | 2 | 16.7% | |
| Space_Separator | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| Latin | 11 | 91.7% | |
| Common | 1 | 8.3% |
| Value | Count | Frequency (%) | |
| ASCII | 12 | 100.0% |
veterans_benefits
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 195.1 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 | 1984 |
| Value | Count | Frequency (%) | |
| 2 | 150130 | 75.2% | |
| 0 | 47409 | 23.8% | |
| 1 | 1984 | 1.0% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
| Distinct count | 53 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.174897129654227 |
|---|---|
| Minimum | 0 |
| Maximum | 52 |
| Zeros | 95983 |
| Zeros (%) | 48.1% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 52 |
| 95-th percentile | 52 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 24.41148817 |
|---|---|
| Coefficient of variation (CV) | 1.053359073 |
| Kurtosis | -1.863805826 |
| Mean | 23.17489713 |
| Median Absolute Deviation (MAD) | 23.68273979 |
| Skewness | 0.2101693419 |
| Sum | 4623925 |
| Variance | 595.9207546 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 3.5 4.5 5.5 ... 48.5 49.5 50.5 51.5 52. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 95983 | 48.1% | |
| 52 | 70314 | 35.2% | |
| 40 | 2790 | 1.4% | |
| 50 | 2304 | 1.2% | |
| 26 | 2268 | 1.1% | |
| 48 | 1806 | 0.9% | |
| 12 | 1780 | 0.9% | |
| 30 | 1378 | 0.7% | |
| 20 | 1330 | 0.7% | |
| 8 | 1126 | 0.6% | |
| Other values (43) | 18444 | 9.2% |
| Value | Count | Frequency (%) | |
| 0 | 95983 | 48.1% | |
| 1 | 464 | 0.2% | |
| 2 | 458 | 0.2% | |
| 3 | 417 | 0.2% | |
| 4 | 757 | 0.4% |
| Value | Count | Frequency (%) | |
| 52 | 70314 | 35.2% | |
| 51 | 819 | 0.4% | |
| 50 | 2304 | 1.2% | |
| 49 | 509 | 0.3% | |
| 48 | 1806 | 0.9% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 94 | |
|---|---|
| 95 |
| Value | Count | Frequency (%) | |
| 94 | 99827 | 50.0% | |
| 95 | 99696 | 50.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 3 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 3 | 100.0% |
income
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 195.1 KiB |
| 0 | |
|---|---|
| 1 | 12382 |
| Value | Count | Frequency (%) | |
| 0 | 187141 | 93.8% | |
| 1 | 12382 | 6.2% |
Length
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| age | class_of_worker | detailed_industry_recode | detailed_occupation_recode | education | wage_per_hour | enroll_in__edu_inst_last_wk | marital_stat | major_industry_code | major_occupation_code | race | hispanic_origin | sex | member_of_a_labor_union | reason_for_unemployment | full_or_part_time_employment_stat | capital_gains | capital_losses | dividends_from_stocks | federal_income_tax_liability | tax_filer_stat | region_of_previous_residence | state_of_previous_residence | detailed_household_and_family_stat | detailed_household_summary_in_household | migration_code-change_in_msa | migration_code-change_in_reg | migration_code-move_within_reg | live_in_this_house_1_year_ago | migration_prev_res_in_sunbelt | num_persons_worked_for_employer | family_members_under_18 | country_of_birth_father | country_of_birth_mother | country_of_birth_self | citizenship | own_business_or_self_employed | fill_inc_questionnaire_for_veteran's_admin | veterans_benefits | weeks_worked_in_year | year | income | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 73 | Not in universe | 0 | 0 | High school graduate | 0 | Not in universe | Widowed | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Other Rel 18+ ever marr not in subfamily | Other relative of householder | 1700.09 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 0 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | 0 |
| 1 | 58 | Self-employed-not incorporated | 4 | 34 | Some college but no degree | 0 | Not in universe | Divorced | Construction | Precision production craft & repair | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Head of household | South | Arkansas | Householder | Householder | 1053.55 | MSA to MSA | Same county | Same county | No | Yes | 1 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | 0 |
| 2 | 18 | Not in universe | 0 | 0 | 10th grade | 0 | High school | Never married | Not in universe or children | Not in universe | Asian or Pacific Islander | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child 18+ never marr Not in a subfamily | Child 18 or older | 991.95 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 0 | Not in universe | Vietnam | Vietnam | Vietnam | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 0 | 95 | 0 |
| 3 | 9 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 1758.14 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | 0 |
| 4 | 10 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 1069.16 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | 0 |
| 5 | 48 | Private | 40 | 10 | Some college but no degree | 1200 | Not in universe | Married-civilian spouse present | Entertainment | Professional specialty | Amer Indian Aleut or Eskimo | All other | Female | No | Not in universe | Full-time schedules | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Spouse of householder | Spouse of householder | 162.61 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 1 | Not in universe | Philippines | United-States | United-States | Native- Born in the United States | 2 | Not in universe | 2 | 52 | 95 | 0 |
| 6 | 42 | Private | 34 | 3 | Bachelors degree(BA AB BS) | 0 | Not in universe | Married-civilian spouse present | Finance insurance and real estate | Executive admin and managerial | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 5178 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1535.86 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | 0 |
| 7 | 28 | Private | 4 | 40 | High school graduate | 0 | Not in universe | Never married | Construction | Handlers equip cleaners etc | White | All other | Female | Not in universe | Job loser - on layoff | Unemployed full-time | 0 | 0 | 0 | Single | Not in universe | Not in universe | Secondary individual | Nonrelative of householder | 898.83 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 4 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 30 | 95 | 0 |
| 8 | 47 | Local government | 43 | 26 | Some college but no degree | 876 | Not in universe | Married-civilian spouse present | Education | Adm support including clerical | White | All other | Female | No | Not in universe | Full-time schedules | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Spouse of householder | Spouse of householder | 1661.53 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 5 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 95 | 0 |
| 9 | 34 | Private | 4 | 37 | Some college but no degree | 0 | Not in universe | Married-civilian spouse present | Construction | Machine operators assmblrs & inspctrs | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1146.79 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | 0 |
Last rows
| age | class_of_worker | detailed_industry_recode | detailed_occupation_recode | education | wage_per_hour | enroll_in__edu_inst_last_wk | marital_stat | major_industry_code | major_occupation_code | race | hispanic_origin | sex | member_of_a_labor_union | reason_for_unemployment | full_or_part_time_employment_stat | capital_gains | capital_losses | dividends_from_stocks | federal_income_tax_liability | tax_filer_stat | region_of_previous_residence | state_of_previous_residence | detailed_household_and_family_stat | detailed_household_summary_in_household | migration_code-change_in_msa | migration_code-change_in_reg | migration_code-move_within_reg | live_in_this_house_1_year_ago | migration_prev_res_in_sunbelt | num_persons_worked_for_employer | family_members_under_18 | country_of_birth_father | country_of_birth_mother | country_of_birth_self | citizenship | own_business_or_self_employed | fill_inc_questionnaire_for_veteran's_admin | veterans_benefits | weeks_worked_in_year | year | income | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 199513 | 57 | Private | 9 | 37 | 9th grade | 0 | Not in universe | Divorced | Manufacturing-durable goods | Machine operators assmblrs & inspctrs | White | Central or South American | Female | Not in universe | Not in universe | Full-time schedules | 0 | 0 | 0 | Single | Not in universe | Not in universe | Householder | Householder | 743.66 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 4 | Not in universe | Dominican-Republic | Dominican-Republic | Dominican-Republic | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 52 | 95 | 0 |
| 199514 | 51 | Private | 33 | 19 | 10th grade | 0 | Not in universe | Widowed | Retail trade | Sales | White | All other | Female | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Single | South | North Dakota | Householder | Householder | 1302.34 | NonMSA to nonMSA | Same county | Same county | No | Yes | 6 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | 0 |
| 199515 | 87 | Not in universe | 0 | 0 | High school graduate | 0 | Not in universe | Widowed | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 3255.80 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 0 | Not in universe | NaN | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | 0 |
| 199516 | 3 | Not in universe | 0 | 0 | Children | 0 | Not in universe | Never married | Not in universe or children | Not in universe | Black | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Nonfiler | South | Utah | Child under 18 of RP of unrel subfamily | Nonrelative of householder | 2733.75 | MSA to MSA | Same county | Same county | No | Yes | 0 | Mother only present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 0 | 0 | 94 | 0 |
| 199517 | 39 | Private | 43 | 26 | Bachelors degree(BA AB BS) | 0 | Not in universe | Never married | Education | Adm support including clerical | Other | Mexican-American | Male | No | Not in universe | Full-time schedules | 6849 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 908.14 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 6 | Not in universe | Mexico | Mexico | Mexico | Foreign born- Not a citizen of U S | 2 | Not in universe | 2 | 52 | 95 | 0 |
| 199518 | 87 | Not in universe | 0 | 0 | 7th and 8th grade | 0 | Not in universe | Married-civilian spouse present | Not in universe or children | Not in universe | White | All other | Male | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Joint both 65+ | Not in universe | Not in universe | Householder | Householder | 955.27 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 0 | Not in universe | Canada | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | 0 |
| 199519 | 65 | Self-employed-incorporated | 37 | 2 | 11th grade | 0 | Not in universe | Married-civilian spouse present | Business and repair services | Executive admin and managerial | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 6418 | 0 | 9 | Joint one under 65 & one 65+ | Not in universe | Not in universe | Householder | Householder | 687.19 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 1 | Not in universe | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 52 | 94 | 0 |
| 199520 | 47 | Not in universe | 0 | 0 | Some college but no degree | 0 | Not in universe | Married-civilian spouse present | Not in universe or children | Not in universe | White | All other | Male | Not in universe | Not in universe | Children or Armed Forces | 0 | 0 | 157 | Joint both under 65 | Not in universe | Not in universe | Householder | Householder | 1923.03 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 6 | Not in universe | Poland | Poland | Germany | Foreign born- U S citizen by naturalization | 0 | Not in universe | 2 | 52 | 95 | 0 |
| 199521 | 16 | Not in universe | 0 | 0 | 10th grade | 0 | High school | Never married | Not in universe or children | Not in universe | White | All other | Female | Not in universe | Not in universe | Not in labor force | 0 | 0 | 0 | Nonfiler | Not in universe | Not in universe | Child <18 never marr not in subfamily | Child under 18 never married | 4664.87 | NaN | NaN | NaN | Not in universe under 1 year old | NaN | 0 | Both parents present | United-States | United-States | United-States | Native- Born in the United States | 0 | Not in universe | 2 | 0 | 95 | 0 |
| 199522 | 32 | Private | 42 | 30 | High school graduate | 0 | Not in universe | Never married | Medical except hospital | Other service | Black | All other | Female | No | Not in universe | Children or Armed Forces | 0 | 0 | 0 | Single | Not in universe | Not in universe | Nonfamily householder | Householder | 1830.11 | Nonmover | Nonmover | Nonmover | Yes | Not in universe | 6 | Not in universe | NaN | NaN | NaN | Foreign born- Not a citizen of U S | 0 | Not in universe | 2 | 52 | 94 | 0 |